Sivakumar, Vidyashankar

1. Estimation with Norm Regularization
   2015/05/09 by Arindam Banerjee, Banerjee, Arindam, Sheng Chen +5 · 6 citations
   Engineering · Mathematics · #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Numerical methods in inverse problems
2. Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed Analysis
   2020/02/26 by V. Sivakumar, Sivakumar, Vidyashankar, Zhiwei Steven Wu +3 · 2 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST)
3. Structured Stochastic Linear Bandits
   2016/06/17 by Nicholas D. Johnson, V. Sivakumar, Johnson, Nicholas +3 · 2 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Reinforcement Learning in Robotics